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2016 2nd International Conference on Science in Information Technology (ICSITech) 26-27 October 2016 Balikpapan, Indonesia COPYRIGHT AND REPRINT PERMISSION: Abstracting is permitted with credit to the source. Libraries are permitted to photocopy beyond the limit of U.S. copyright law for private use of patrons those articles in this volume that carry a code at the bottom of the first page, provided the per-copy fee indicated in the code is paid through Copyright Clearance Center, 222 Rosewood Drive, Danvers, MA 01923. For reprint or republication permission, email to IEEE Copyrights Manager at pubs- [email protected]. All rights reserved. Copyright ©2016 by IEEE. IEEE Catalog Number : CFP16B09-USB ISBN : 978-1-5090-1720-1 Editor : Andri Pranolo, Yana Hendriana, Adhi Prahara, Ahmad Azhari, Gunawan Ariyanto, Lala Septem Riza, Ramadiani, Anindita Septiarini, Hamdani, M. Syafrullah, Indra Riyanto, Krisna Adiyarta, Yaya Wihardi, Iwan Tri Riyadi Yanto, Aji Prasetya Wibawa, Oki Wicaksono, Harsa Wara P., Nataniel Dengen Publisher : IEEE Secretariat : Faculty of Information Technology and Communication, Universitas Mulawarman Jl. Barong Tongkok no.6 B29 Kampus UNMUL Gn. Kelua Sempaja, Samarinda 75119, Kalimantan Timur, Indonesia PROCEEDING 2016 2nd International Conference on Science in Information Technology (ICSITech) “Information Science for Green Society and Environment” 26 - 27 October 2016 Balikpapan, Indonesia 2016 2nd International Conference on Science in Information Technology (ICSITech) Foreword from Conference Chair Welcome to the 2016 2nd International Conference on Science in Information Technology (ICSITech), held 26-27 October, 2016 at the Gran Senyiur Hotel, Balikpapan, East Kalimantan – Indonesia. The conference is organized by the MULAWARMAN University as a host, Universitas Pendidikan Indonesia, Universitas Ahmad Dahlan, UPN “Veteran” Yogyakarta, Universitas Muhammadiyah Surakarta, UTM Big Data Centre, Universiti Teknologi Malaysia, Universiti Putra Malaysia, Universiti Malaysia Sabah, and Universitas Budi Luhur. The conference is intended as a venue for presentation and discussion of research from both academia and industries, on a range of exciting and timely topics in information technology and computer science, computational intelligence based-on tropical rain forest, information system, data warehouse and related fields. This conference is IEEE conference so that papers accepted and presented will be forwarding for consideration to be published in the IEEE Xplore Digital Library. Thanks to Governor of East Kalimantan, Dr. H. Awang Farouk Ishak for coming and supporting this conference. Thanks are due to Keynote Speakers, Goutam Chakraborty (Professor, Dept. of Software & Information Science, Iwate Prefectural University, Japan). HeuiSeok Lim (Professor, Department of Computer Science and Engineering, College of Informatics, Korea University, Korea). Rayner Alfred (Assoc. Professor, Faculty of Computing and Informatics, Universiti Malaysia Sabah, Malaysia) and Rodziah Atan (Assoc. Professor, Faculty of Computer Science & Information Technology, Universiti Putra Malaysia, Malaysia). This year, the 2nd ICSITech conference received 119 papers submissions from 14 countries such as, Indonesia, China, Malaysia, the Philippines, Thailand, India, Korea, Egypt, Vietnam, Australia, Sri Lanka, UK, USA, and Colombia. But only 68 papers were accepted for presentations for oral sessions (the acceptance ratio is 57.14%). We are very grateful for the extensive efforts of many individuals who worked diligently to ensure a successful and high quality conference. We would like to thank to IEEE Indonesia Section, RistekDikti, TPC Committee and MULAWARMAN University for supporting this event. Once again we would like to say Welcome to Balikpapan for all. Congratulations for your papers have been accepted. We invite all participants to actively participate in the conference activities and the city tours, and to enjoy the opportunity to learn from one another. Thank you for choosing ICSITech as your conference reference. We hope to have your pleasant supports and participations in the next year 2017 3rd ICSITech at Universitas Pendidikan Indonesia, Bandung. Thank you General Chair Ramadiani, Ph.D. Faculty of Computer Science and Information Technology MULAWARMAN University, East Kalimantan - Indonesia 2016 2nd International Conference on Science in Information Technology (ICSITech) Welcome Message from the Dean of CSIT Mulawarman University I am very pleased and honored to have the opportunity to welcome you to the 2016 2nd International Conference on Science in Information Technology (ICSITech), which is hosted by Mulawarman University, under the assistance of the Ministry of Higher Education, with full support of the Faculty of Computer Science and Information Technology, Mulawarman University. As the Dean of Computer Science and Information Technology, I wish to extend a warm welcome to colleagues from the various countries. We are especially honored this year by the presence of Prof. Goutam Chakraborty, Prof. HeuiSeok Lim, Assoc. Prof. Rayner Alfred, and Assoc. Prof. Rodziah Atan, who has graciously accepted our invitation to be here as the Keynote Speakers. I recognize that these sessions are principally designed to enhance the exchange of knowledge and new discoveries in Computer Science and Information Technology, and related fields of applications. These annual gathering enable the building of a productive dialogue between participants of different nationalities. It also provide an invaluable opportunity for networking and fruitful contacts among international institutions. This is the second time that the conference is being held, this time with Mulawarman University as the host of the event. I am pleased to be informed that as many as 68 participants from 14 countries are in attendance. It is also our pleasure and honor to welcome the esteemed professors who are present to impart their expertise to the meeting. I would like to take this opportunity to express my gratitude to all delegates, IEEE, Ministry, government, and partners for their full support, cooperation and contribution to the ICSITech 2016. I also wish to express my gratitude to the Organizing Committee and the Scientific Committee for their diligence. The various sponsors are also thanked for their kind support. Thank you. Dean of Computer Science and Information Technology Mulawarman University Dr. Nataniel Dengen, M.Si. 2016 2nd International Conference on Science in Information Technology (ICSITech) Welcome Message from the Rector of Mulawarman University I am extremely proud and happy to welcome you to the 2016 2nd International Conference on Science in Information Technology (ICSITech) organized by MULAWARMAN University as a host, Universitas Pendidikan Indonesia (UPI), Universitas Ahmad Dahlan (UAD), UPN “Veteran” Yogyakarta, Universitas Muhammadiyah Surakarta (UMS), UTM Big Data Centre, Universiti Teknologi Malaysia (UTM), Universiti Putra Malaysia (UPM), Universiti Malaysia Sabah (UMS), and Universitas Budi Luhur (UBL). This conference is one of the most important events in MULAWARMAN University this year since MULAWARMAN University as one of the leading university in computer science, computational intelligence based-on tropical rain forest, information and technology feels the need to have a forum for the researchers, engineers and scientists to share knowledge. The development of computer science, computational intelligence based-on tropical rain forest, information and technology needs a media for researchers, engineers and scientists to share and expand the networking. We create this conference to serve the purpose as the media. It is also our hope that this conference will act as a motivation for researchers, engineers and scientists to publish their ideas and researchers in an international forum. As it is MULAWARMAN’ vision to become a world class knowledge institution, research and knowledge sharing have become part of our core focus. Our actions which reflect pursue towards the mission are strongly encourage the collaboration nourishment between institutions. Therefore, I would like to send out sincere invitation to collaborate together with MULAWARMAN faculty members for your researches. To the distinguished delegates from near and a far: I wish you a fruitful conference and an enjoyable stay. Again, welcome to the 2016 2ndInternational Conference on Science in Information Technology (ICSITech) and MULAWARMAN University. Thank you Rector of MULAWARMAN University Prof. Dr. H. Masjaya, M.Si. 2016 2nd International Conference on Science in Information Technology (ICSITech) Welcome Speech by Governor of East Kalimantan As Governor of East Kalimantan, I congratulate Mulawarman University as the host of the International conference on Science in Information technology in 2016 in Balikpapan, East Kalimantan. I am very proud, Kaltim had been a gathering place for researchers and academics in the field of IT from various regions in Indonesia and abroad. Achievement of East Kalimantan in terms of the development of IT tools and information disclosure have been implemented long time ago. By providing scholarships and sending human resources to attend IT school, so that Kaltim could prepare a reliable force in the IT field, and ready to realize Kaltim as a cyber province. East Kalimantan is the Indonesian province that strongly supports the disclosure. Since 2013, the East Kalimantan province has always ranked the top three in terms of information
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